DALLAS, Ga.—The single runway and modest terminal building near this town about 30 miles northwest of downtown Atlanta don't look like much of a threat to the giant Hartsfield-Jackson Atlanta International Airport.

Hartsfield, with its five runways and 203 gates, is the world's busiest airport, boarding 45.8 million passengers last year.